Automated tissue image analysis refers to the use of computational methods to evaluate tissue samples. This process involves the digitization of histological slides using high-resolution microscopes and subsequent analysis with specialized software. These tools can identify and quantify various tissue components, such as cells, nuclei, and extracellular matrix, quickly and accurately.